Data Scientist – Marketing
The Clorox Company
AzureBigQueryCloudDockerPythonSQL
Senior Data Scientist, Autonomous Vehicle Machine Learning
Woven by Toyota
full-time
Posted on:
Location Type: Hybrid
Location: Palo Alto • California • 🇺🇸 United States
Visit company websiteSalary
💰 $161,000 - $264,500 per year
Job Level
Senior
Tech Stack
PythonSQL
About the role
- Lead the development of complex data models and algorithms to solve business problems for the Autonomy team.
- Design and implement data strategies for collecting, sampling, labeling, and using large scale datasets to enhance machine learning model performance.
- Develop metrics and tools for anomaly detection and trend analysis in data from various sources, including real-world vehicle platforms and simulations.
- Analyze model performance metrics, model failure modes, statistical relevance of datasets, etc. to guide the overall ML engineering effort.
- Design and improve scalable data pipelines and automation for machine learning and performance evaluation.
- Prepare and present detailed reports and visualizations to stakeholders, clearly communicating complex results to both technical and non-technical audiences.
- Stay current with advancements in data science and machine learning technologies, driving the adoption of best practices.
- Work in a high-velocity environment and employ agile development practices.
- Exhibit a "Giver" mindset, proactively asking, “What can I do for you?” to facilitate production development processes while maintaining a "get things done" mentality.
- Collaborate closely with teams such as Perception, Motion Planning, Simulation, Infrastructure, and Tooling to drive unified solutions.
Requirements
- MS or PhD in a quantitative field (e.g. Statistics, Mathematics, Physics)
- 3+ years of experience solving large-scale data science problems
- 2+ years of experience with Python and SQL data analysis libraries and packages
- Experience with theoretical aspects of data science and machine learning (deep learning, statistical analysis, and mathematical modeling)
- Experience in building machine learning algorithms and infrastructure, such as: data pre- and post-processing, sampling and curation, ablation studies, evaluation
- Strong communication skills with the ability to communicate concepts clearly and precisely.
Benefits
- Excellent health, wellness, dental and vision coverage
- A rewarding 401k program
- Flexible vacation policy
- Family planning and care benefits
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
data modelingalgorithmsmachine learninganomaly detectiontrend analysisdata pipelinesautomationPythonSQLstatistical analysis
Soft skills
communicationcollaborationproblem-solvingagile developmentproactive mindsetpresentation skills
Certifications
MS in StatisticsMS in MathematicsMS in PhysicsPhD in StatisticsPhD in MathematicsPhD in Physics
